Concepedia
Statistics
Publications
12
Citations
300
H-Index
11
Active since
2018
Affiliations
Scientific Research Group in Egypt(Current)
Cairo University
Higher Institute of Engineering
Al-Azhar University
El Shorouk Academy
Heba M. Afify is an author at Scientific Research Group in Egypt specializing in engineering, image analysis, and computer vision.
Top concepts
EngineeringImage AnalysisDeep LearningComputer VisionMedical Image ComputingRadiologyData ScienceMachine VisionMedical ImagingMachine Learning
Publications per year
2018–2023
Novel prediction model on OSCC histopathological images via deep transfer learning combined with Grad-CAM interpretation
Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien · Biomedical Signal Processing and Control · 2023 · 42 citations
Novel Prediction Model, Image Analysis, Grad-cam Interpretation +15
A Modified Inception-v4 for Imbalanced Skin Cancer Classification Dataset
Taha Emara, Heba M. Afify, Fatma Helmy Ismail et al. · 2019 · 40 citations
Convolutional Neural Network, Engineering, Machine Learning +19
Fully automated computer-aided diagnosis system for micro calcifications cancer based on improved mammographic image techniques
Mai S. Mabrouk, Heba M. Afify, Samir Y. Marzouk · Ain Shams Engineering Journal · 2019 · 33 citations · Full text
Automated classification of Bacterial Images extracted from Digital Microscope via Bag of Words Model
Basma A. Mohamed, Heba M. Afify · 2018 · 31 citations
Engineering, Machine Learning, Feature Detection +22
An improved framework for polyp image segmentation based on <scp>SegNet</scp> architecture
Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien · International Journal of Imaging Systems and Technology · 2021 · 31 citations
Convolutional Neural Network, Medical Image Segmentation, Engineering +22
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